Deep Gupta

About Deep Gupta

Deep Gupta, With an exceptional h-index of 27 and a recent h-index of 24 (since 2020), a distinguished researcher at Visvesvaraya National Institute of Technology, specializes in the field of Medical Image Analysis, Image Processing, Computer Vision, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

An end-to-end content-aware generative adversarial network based method for multimodal medical image fusion

Lung and colon cancer classification using hybrid ensemble learning

Vision Outlooker-Based Hierarchical Food Classification

A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention

Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder

Multimodal image sensor fusion in a cascaded framework using optimized dual channel pulse coupled neural network

STPGANsFusion: Structure and Texture Preserving Generative Adversarial Networks for Multi-modal Medical Image Fusion

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study

Deep Gupta Information

University

Position

(VNIT) Nagpur 440010 India

Citations(all)

1661

Citations(since 2020)

1409

Cited By

727

hIndex(all)

27

hIndex(since 2020)

24

i10Index(all)

43

i10Index(since 2020)

36

Email

University Profile Page

Visvesvaraya National Institute of Technology

Google Scholar

View Google Scholar Profile

Deep Gupta Skills & Research Interests

Medical Image Analysis

Image Processing

Computer Vision

Machine Learning

Top articles of Deep Gupta

Title

Journal

Author(s)

Publication Date

An end-to-end content-aware generative adversarial network based method for multimodal medical image fusion

Manisha Das

Deep Gupta

Ashwini Bakde

2024/2/1

Lung and colon cancer classification using hybrid ensemble learning

Ashutosh Gattani

Sanket Sannake

Deep Gupta

2023/1/1

Vision Outlooker-Based Hierarchical Food Classification

Pranav Kathar

Rajshree Khandare

Manisha Das

Deep Gupta

Sneha Singh

2023/10/31

A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention

arXiv preprint arXiv:2310.11896

Payal Wankhede

Manisha Das

Deep Gupta

Petia Radeva

Ashwini M Bakde

2023/10/18

Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder

arXiv preprint arXiv:2310.11910

Manisha Das

Deep Gupta

Petia Radeva

Ashwini M Bakde

2023/10/18

Multimodal image sensor fusion in a cascaded framework using optimized dual channel pulse coupled neural network

Journal of Ambient Intelligence and Humanized Computing

Manisha Das

Deep Gupta

Petia Radeva

Ashwini M Bakde

2023/9

STPGANsFusion: Structure and Texture Preserving Generative Adversarial Networks for Multi-modal Medical Image Fusion

Dhruvi Shah

Hareshwar Wani

Manisha Das

Deep Gupta

Petia Radeva

...

2022/5/24

A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study

Computers in Biology and Medicine

Ankush Jamthikar

Deep Gupta

Amer M Johri

Laura E Mantella

Luca Saba

...

2022/1/1

Saliency detection using a bio-inspired spiking neural network driven by local and global saliency

Applied Artificial Intelligence

Bhagyashree V Lad

Manisha Das

Mohammad Farukh Hashmi

Avinash G Keskar

Deep Gupta

2022/12/31

Human following robot using kinect in embedded platform

Sachin Kapgate

Pravin Sahu

Manisha Das

Deep Gupta

2022/5/6

Combining Deep-Learned and Hand-Crafted Features for Segmentation, Classification and Counting of Colon Nuclei in H &E Stained Histology Images

Pranay Dumbhare

Yash Dubey

Vedant Phuse

Ankush Jamthikar

Himanshu Padole

...

2022/11/4

Swarm Optimized Hybrid Layer Decomposition and Reconstruction Model for Multi-Modal Neurological Image Fusion

Manisha Das

Deep Gupta

Petia Radeva

Ashwini M Bakde

2022/4/19

Video Colorization Using Modified Autoencoder Generative Adversarial Networks

Rishesh Agarwal

Manisha Das

Deep Gupta

Petia Radeva

2022/11/4

Optimized multimodal neurological image fusion based on low-rank texture prior decomposition and super-pixel segmentation

IEEE Transactions on Instrumentation and Measurement

Manisha Das

Deep Gupta

Petia Radeva

Ashwini M Bakde

2022/4/6

Integrated hierarchical and flat classifiers for food image classification using epistemic uncertainty

Vishwesh Pillai

Pranav Mehar

Manisha Das

Deep Gupta

Petia Radeva

2022/7/11

Ensemble Machine Learning and its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome using Focused Carotid Ultrasound

IEEE Transactions on Instrumentation and Measurement

Ankush D Jamthikar

Deep Gupta

Laura E Mantella

Luca Saba

Amer M Johri

...

2021/12/31

Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: A 500 …

The International Journal of Cardiovascular Imaging

Ankush D Jamthikar

Deep Gupta

Laura E Mantella

Luca Saba

John R Laird

...

2021/4

DeepSCT: Deep learning based self correcting object tracking mechanism

Khush Agrawal

Rohit Lal

Himanshu Patil

Surender Kannaiyan

Deep Gupta

2021/7/27

Multistage multimodal medical image fusion model using feature‐adaptive pulse coupled neural network

International Journal of Imaging Systems and Technology

Sneha Singh

Deep Gupta

2021/3

Optimized bio-inspired spiking neural models based anatomical and functional neurological image fusion in NSST domain

Manisha Das

Deep Gupta

Petia Radeva

Ashwini Bakde

2021/7/27

See List of Professors in Deep Gupta University(Visvesvaraya National Institute of Technology)

Co-Authors

H-index: 193
Deepak L. Bhatt, MD, MPH

Deepak L. Bhatt, MD, MPH

Harvard University

H-index: 80
Petros P. Sfikakis

Petros P. Sfikakis

National and Kapodistrian University of Athens

H-index: 63
Athanase D Protogerou

Athanase D Protogerou

National and Kapodistrian University of Athens

H-index: 63
Luca Saba

Luca Saba

Università degli Studi di Cagliari

H-index: 54
petia radeva

petia radeva

Universidad de Barcelona

H-index: 42
Matteo Piga

Matteo Piga

Università degli Studi di Cagliari

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